Application of an intelligent fuzzy logic based sliding mode controller for frequency stability analysis in a deregulated power system using OPAL-RT platform

被引:11
作者
Begum, Benazeer [1 ]
Jena, Narendra Kumar [1 ]
Sahu, Binod Kumar [1 ]
Ray, Papia [2 ]
Bajaj, Mohit [3 ,4 ,5 ,6 ]
Singh, Arvind R. [7 ]
Blazek, Vojtech [4 ]
机构
[1] Siksha O Anusandhan Deemed Be Univ, Dept Elect Engn, ITER, Bhubaneswar, Odisha, India
[2] Veer Surendra Sai Univ Technol, Dept Elect Engn, Burla, India
[3] Graphic Era, Dept Elect Engn, Dehra Dun 248002, India
[4] VSB Tech Univ Ostrava, ENET Ctr, Ostrava 70800, Czech Republic
[5] Graphic Era Hill Univ, Dehra Dun 248002, India
[6] Appl Sci Private Univ, Appl Sci Res Ctr, Amman 11937, Jordan
[7] Hanjiang Normal Univ, Sch Phys & Elect Engn, Dept Elect Engn, Shiyan 442000, Hubei, Peoples R China
关键词
Automatic Generation Control; Fuzzy Logic Based Controller Sliding Mode; Controller; Fuzzy-SMC Controller; Gannet Optimization Algorithm; Real Time Simulator OPAL-RT; CONTROL STRATEGY; PMSM; AGC; OPTIMIZATION; ALGORITHM;
D O I
10.1016/j.egyr.2023.12.023
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Owing to unpredicted power demand, integration of distributed generators and parametric disparity in the system cause the power system more intricacy which in turn affects the frequency and power fluctuation criti-cally. To mitigate these phenomena, an intelligent and efficient automatic generation control (AGC) is indis-pensable. Therefore, in this paper, an intelligent and robust controller named fuzzy sliding mode controller (FSMC) has been recommended to tackle the AGC problem in a deregulated power system in the presence of distributed generators effectively. Again, to manifest its dominance over SMC, fuzzy-PID and PID controllers, dynamic response of the deregulated system under Poolco, Bilateral and Contract violation conditions has been evaluated and compared. Further, to support the FSMC controller's ability, another test model has been taken for the AGC study. The gains of these controllers have been enumerated by Gannet Optimization Algorithm (GOA) subjecting to a minimization problem. Exploration phase of GOA involves two steps, namely U-& V-shaped diving patterns of Gannets and exploitation phase again involves two steps namely sudden rotation and random walk of Gannets. These four steps ensures quick convergence of the objective function to its optimal value. Apart from transient response under different power transaction conditions, parametric uncertainties of the system, solar and wind power variation and abrupt load change have been considered to support the robustness & credibility of FSMC controller. In addition to this, the stability of the proposed model has been analyzed in the frequency domain. Finally, the MATLAB/SIMULINK based transient response has been validated by a real-time simulator using OPAL-RT-4510, Xilinx Kintex-7 FPGA software.
引用
收藏
页码:510 / 534
页数:25
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